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Enhancing seasonal leaf area index estimation using PLSR with Sentinel-2 spectral and texture features: the importance of feature engineering and feature selection

Crossref DOI link: https://doi.org/10.1007/s11119-026-10346-5

Published Online: 2026-03-18

Published Print: 2026-04

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Wang, Xuanwen

Gan, Yi

Iio, Atsuhiro

Wang, Quan https://orcid.org/0000-0001-5483-0243
Funding

Funding for this research was provided by:

Japan Society for the Promotion of Science (JP24H00522)
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Text and Data Mining valid from 2026-03-18

Version of Record valid from 2026-03-18
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Article History

Received: 4 August 2025

Accepted: 9 March 2026

First Online: 18 March 2026

Declarations

:

: The authors declare no conflicts of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript; or in the decision to publish the results. The author(s) declare that they have no competing financial or non-financial interests that are directly or indirectly related to the work submitted for publication.

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